"我们要用这个改变系统":黑人学生利用批判性种族算法素养,在学校中颠覆和抵御以人工智能为媒介的种族主义

Tiera Tanksley
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引用次数: 0

摘要

目的 本文旨在以三批(n = 40)黑人高中生的经历为中心,他们参加了一门种族批判技术课程,该课程揭示了反黑人是数字和人工智能技术的组织逻辑和默认设置。本研究的数据包括学生访谈(称为 "talk backs")、日记反思和期末技术演示。研究结果从广义上讲,数据表明批判性种族算法素养培养黑人学生批判性地阅读算法文字(如数据、代码、机器学习模型等),这样他们不仅能抵制反黑人的行为,而且还能在他们的生活中发挥重要作用。原创性/价值批判性种族媒体素养借鉴了教育领域的批判性种族理论--种族理论化以及对学校中白人至上主义和多元文化主义的批判--而批判性种族算法素养则植根于批判性种族技术理论,这是一种将黑人作为技术的理论化,以及对作为学校和人工智能系统组织逻辑的反黑人算法的批判。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
“We’re changing the system with this one”: Black students using critical race algorithmic literacies to subvert and survive AI-mediated racism in school
Purpose This paper aims to center the experiences of three cohorts (n = 40) of Black high school students who participated in a critical race technology course that exposed anti-blackness as the organizing logic and default setting of digital and artificially intelligent technology. This paper centers the voices, experiences and technological innovations of the students, and in doing so, introduces a new type of digital literacy: critical race algorithmic literacy. Design/methodology/approach Data for this study include student interviews (called “talk backs”), journal reflections and final technology presentations. Findings Broadly, the data suggests that critical race algorithmic literacies prepare Black students to critically read the algorithmic word (e.g. data, code, machine learning models, etc.) so that they can not only resist and survive, but also rebuild and reimagine the algorithmic world. Originality/value While critical race media literacy draws upon critical race theory in education – a theorization of race, and a critique of white supremacy and multiculturalism in schools – critical race algorithmic literacy is rooted in critical race technology theory, which is a theorization of blackness as a technology and a critique of algorithmic anti-blackness as the organizing logic of schools and AI systems.
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